CORRELATION COEFFICIENT ANALYSIS AMONG MORPHOLOGICAL CHARACTERS UNDER NORMAL AND TEMPERATURE STRESS IN SOYBEAN (Glycine max L.)

W MUSTAFA; K TARIQ; H ZAFAR; T MAJEED; MI KHAN; ME KHAN; S ALI; MZK NAZAR; A LATIF; A KHALIQ; F SHAMIM; M HANIF

doi:10.54112/bcsrj.v2023i1.182

Authors

W MUSTAFA Department of Plant Breeding and Genetics, University of Agriculture Faisalabad, Pakistan
K TARIQ Department of Plant Breeding and Genetics, University of Agriculture Faisalabad, Pakistan
H ZAFAR Soil and Water Testing Laboratory for Research, Ayub Agricultural Research Institute Faisalabad, Pakistan
T MAJEED Soil and Water Testing Laboratory Thokar Naiz Baig, Lahore, Pakistan
MI KHAN Cotton Research Station, Sahiwal, Pakistan
ME KHAN Sugarcane Research and Development Board, Ayub Agriculture Research Institute Faisalabad, Pakistan
S ALI Vegetable Research Institute, Ayub Agricultural Research Institute Faisalabad, Pakistan
MZK NAZAR Soil and Water Testing Laboratory Bahawalnagar, Pakistan
A LATIF Vegetable Research Institute, Ayub Agricultural Research Institute Faisalabad, Pakistan
A KHALIQ ugarcane Research Institute, Ayub Agriculture Research Institute Faisalabad, Pakistan
F SHAMIM Rice Research Institute, Kala Shah Kaku, Lahore-39018, Pakistan
M HANIF Cotton Research Institute Multan, Pakistan

DOI:

https://doi.org/10.54112/bcsrj.v2023i1.182

Keywords:

Climate change, Correlation, Morphological traits, Soybean (Glycine max L.), temperature

Abstract

The world is facing severe climate change today, mainly due to global warming, a continuous rise in earth’s temperature. Its most striking effect is being felt on agriculture especially in the yield and quality of crop that ultimately threatens the ever-growing population's food security. Like many other crops, soybean, a climate-sensitive crop, is greatly affected by rising temperatures. So, it is the dire need of the hour to develop climate-ready genotype of soybean. That is why research was conducted to check the effect of high temperatures on soybean genotypes and to determine the correlation among morphological traits. After the germplasm collection, two experiments were conducted, one in the laboratory and the other in the wirehouse of the Department of Plant Breeding and Genetics, University of Agriculture, Faisalabad, in 2019-2020. Split plot arrangement was made with a Completely Randomized Design and a Randomized Complete Block Design for lab and field experiments, respectively. Three temperature treatments namely T_o =30ºC (Control), T1 =35ºC and T3 =40ºC were replicated thrice. Data of different morphological traits were recorded and subjected to ANOVA and correlation coefficient analysis. Results of ANOVA for varieties and their interaction with high temperature were significant for most of the traits. Correlation coefficient analysis explained that the No. of leaves/plant, pods/plant, days to 50% flowering and pod setting positively associated with high temperature. On the other hand, seeds/pod and 100-seed weight had a negative correlation with the rise of temperature. The number of leaves and seeds/pod had a positive and significant correlation with 100-seed weight, which means that an increase in these traits would benefit in terms of yield. So, the plant with a higher No. leaves and seeds/pod would be a good criterion for selecting the high-yielding and climate-ready genotype that would benefit in the future against elevated temperature.

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References

Aditya, J., Bhartiya, P., & Bhartiya, A. (2011). Genetic variability, heritability and character association for yield and component characters in soybean (G. max (L.) Merrill). Journal of Central European Agriculture 12, 27-34.

Allen Jr, L. H., Zhang, L., Boote, K. J., & Hauser, B. A. (2018). Elevated temperature intensity, timing, and duration of exposure affect soybean internode elongation, mainstem node number, and pod number per plant. The Crop Journal 6, 148-161.

Alsajri, F. A., Singh, B., Wijewardana, C., Irby, J. T., Gao, W., & Reddy, K. R. (2019). Evaluating soybean cultivars for low-and high-temperature tolerance during the seedling growth stage. Agronomy 9, 13.

Alsajri, F., Singh, B., Wijewardana, C., Irby, J., Gao, W., & Reddy, K. (2019). Evaluating soybean cultivars for low-and high-temperature tolerance during the seedling growth stage. Agronomy 9, 13.

Arshad, M., Ali, N., & Ghafoor, A. (2006). Character correlation and path coefficient in soybean Glycine max (L.) Merrill. Pakistan Journal of Botany 38, 121.

Battisti, D. S., & Naylor, R. L. (2009). Historical warnings of future food insecurity with unprecedented seasonal heat. Science 323, 240-244.

Bihter, O., Bakal, H., Gulluoglu, L., & Arioglu, H. (2017). The effects of high temperature at the growing period on yield and yield components of soybean [Glycine max (L.) Merr] varieties. Turkish Journal of Field Crops 22, 178-186.

Chen, S., Chen, X., & Xu, J. (2013). Impacts of climate change on corn and soybean yields in China.

Djanaguiraman, M., Prasad, P. V. V., Boyle, D. L., & Schapaugh, W. T. (2011). High-Temperature Stress and Soybean Leaves: Leaf Anatomy and Photosynthesis. Crop Science 51. https://doi.org/10.2135/cropsci2010.10.0571

Dornbos Jr, D., & Mullen, R. (1991). Influence of stress during soybean seed fill on seed weight, germination, and seedling growth rate. Canadian Journal of Plant Science 71, 373-383.

Egli, D., TeKrony, D., & Spears, J. (2005). Effect of high temperature stress during different stages of seed development in soybean [Glycine max (L.) Merrill]. Seed Technology, 177-189.

Farias, J. R. B., (1994). Climatic requirements: Tropical soybean improvement and production. United Nations FAO, Rome, Italy.

Harer, P., & Deshmukh, R. (1992). Genetic variability, correlation and path coefficient analysis in soybean (Glycine max.(L.) Merrill). Journal of Oilseeds Research 9, 65-65.

Hoque, A. A., Hassan, M., Khan, M., Khatun, R., & Baten, M. (2015). Effect of temperature on flower and pod abscission and yield of three soybean genotypes. Journal of Environmental Science and Natural Resources 8, 89-92.

Jagtap, D., & Choudhary, P. (1993). Correlation studies in soybean (Glycine max (L.) Merrill). Annuals of Agricultural Research 14, 154-158.

Khalil, S. K., Mexal, J. G., Rehman, A., Khan, A. Z., Wahab, S., Zubair, M., Khalil, I., & Mohammad, F. (2010a). Soybean mother plant exposure to temperature stress and its effect on germination under osmotic stress. Pakistan Journal of Botany 42, 213-225.

Khalil, S. K., Mexal, J. G., Rehman, A., Khan, A. Z., Wahab, S., Zubair, M., Khalil, I. H., & Mohammad, F. (2010b). Soybean mother plant exposure to temperature stress and its effect on germination under osmotic stress. Pakistan Journal of Botany 42, 213-225.

Khan, A. Z., Shah, P., Khan, H., Nigar, S., Perveen, S., Shah, M., Amanullah, S., Khalil, S. M., & Zubair, M. (2011). Seed quality and vigor of soybean cultivars as influenced by canopy temperature. Pak. J. Bot 43, 6743-6648.

Khan, S., Latif, A., Ahmad, S. Q., Ahmad, F., & Fida, M. (2011). Genetic variability analysis in some advanced lines of soybean (Glycine max L.). Asian J Agric Sci 3, 138-141.

Kwon, S., & Torrie, J. (1964). Heritability of and Interrelationships Among Traits of Two Soybean Populations 1. Crop Science 4, 196-198.

Malik, M. F. A., Ashraf, M., Qureshi, A. S., & Ghafoor, A. (2007). Assessment of genetic variability, correlation and path analyses for yield and its components in soybean. Pakistan Journal of Botany 39, 405.

Malik, M. F. A., Qureshi, A. S., Ashraf, M., & Ghafoor, A. (2006). Genetic variability of the main yield related characters in soybean. International Journal of Agriculture and Biology 8, 815-819.

Malik, M. F. A., Qureshi, A. S., Ashraf, M., Khan, M. R., & Javed, A. (2009). Evaluation of genetic diversity in soybean (Glycine max) lines using seed protein electrophoresis. Australian Journal of Crop Science 3, 107.

Mundaca, L., Román-Collado, R., & Cansino, J. M. (2022). Assessing the impacts of social norms on low-carbon mobility options. Energy Policy 162, 112814.

NASA, (2019). Global climate change: Vital sings of the planet. NASA.

Onat, B., Bakal, H., Gulluoglu, L., & Arioglu, H. (2017). THE EFFECTS OF HIGH TEMPERATURE AT THE GROWING PERIOD ON YIELD AND YIELD COMPONENTS OF SOYBEAN [Glycine max (L.) Merr] VARIETIES. Turkish Journal Of Field Crops. https://doi.org/10.17557/tjfc.356210

Puteh, A. B., ThuZar, M., Mondal, M. M. A., Abdullah, A. P., & Halim, M. R. A. (2013b). Soybean [Glycine max (L.) Merrill] seed yield response to high temperature stress during reproductive growth stages. Australian Journal of Crop Science 7, 1472-1479.

Puteh, A. B., ThuZar, M., Mondal, M. M. A., Abdullah, A., & Halim, M. R. A. (2013a). Soybean [Glycine max (L.) Merrill] seed yield response to high temperature stress during reproductive growth stages. Australian Journal of Crop Science 7, 1472.

Singh, S. K., Reddy, V. R., Fleisher, D. H., & Timlin, D. J. (2018). Phosphorus nutrition affects temperature response of soybean growth and canopy photosynthesis. Frontiers in plant science 9, 1116.

Steel, R., Torrie, J., & Dickey, D. (1997). Principles and procedure of statistics. A biometrical approach 3rd Ed. McGraw HillBookCo. Inc., New York, 352-358.

Summerfield, R., & Wien, H. (1980). Effects of photoperiod and air temperature on growth and yield of economic legumes. Effects of photoperiod and air temperature on growth and yield of economic legumes., 17-36.

Tacarindua, C. R. P. (2013). Effects of Increased Temperature on Growth and Seed Production of Soybean.

Tacarindua, C. R., Shiraiwa, T., Homma, K., Kumagai, E., & Sameshima, R. (2013). The effects of increased temperature on crop growth and yield of soybean grown in a temperature gradient chamber. Field Crops Research 154, 74-81.

Thuzar, M. (2010). The Effects of Temperature Stress on the Quality and Yiel d of Soya Bean [(Glycine max L.) Merrill.].

Varnica, I., Petrović, S., Rebekić, A., Guberac, S., Jukić, K., & Jukić, G. (2018). Characterization and interrelationships of soybean [Glycine max (L.) Merrill] yield components during dry and humid seasons. Journal of Central European Agriculture 19, 466-481.

Zewdie, A. (2014). Impacts of climate change on food security: a literature review in Sub Saharan Africa. Journal of Earth Science & Climatic Change 5.

Zhang, J., & Singh, A. K. (2018). Genetic control and geo-climate adaptation of pod dehiscence provide novel insights into the soybean domestication and expansion. arXiv preprint arXiv:1808.00996.

Zhang, L., Zhu, L., Yu, M., & Zhong, M. (2016). Warming decreases photosynthates and yield of soybean [Glycine max (L.) Merrill] in the North China Plain. The Crop Journal 4, 139-146.

Zheng, H., Chen, L., & Han, X. (2009). Response of soybean yield to daytime temperature change during seed filling: A long-term field study in Northeast China. Plant Production Science 12, 526-532.

Zong, Y., Yao, S., Crawford, G. W., Fang, H., Lang, J., Fan, J., Sun, Z., Liu, Y., Zhang, J., & Duan, X. (2017a). Selection for oil content during soybean domestication revealed by X-Ray Tomography of ancient beans. Scientific reports 7, 43595.

Zong, Y., Yao, S., Crawford, G. W., Fang, H., Lang, J., Fan, J., Sun, Z., Liu, Y., Zhang, J., & Duan, X. (2017b). Selection for oil content during soybean domestication revealed by X-ray tomography of ancient beans. Scientific reports 7, 1-10.